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3D models, rendered datasets, physics simulation, digital twins, synthetic data generation, game engine data
1,407 datasets
Hark Braren from RWTH Aachen University provides a high-resolution 3D model of an adult male head and torso for HRTF simulation. The accompanying report details continuous HRTF measurements for the same participant, including methods to address motion artifacts for validation purposes. HRTF data sets are provided in .ita and .sofa formats with equiangular elevation samplings at 2.5° intervals.
Triangular meshing of the building block model (LOD1.4) for the city of Vienna. The data is provided by the city's surveying department and aggregated by Cooperation OGD Österreich and Wikimedia Österreich. It is available under a CC-BY-4.0 license in HTML and DXF file formats.
Raw data and code from the paper "Tuning topological spin textures in size-tailored chiral magnet insulator particles" by Priya R. Baral et al. The data likely contains simulation results for magnetic materials, supporting research to be published in the Journal of Physical Chemistry C. The corresponding author is Arnaud Magrez at École Polytechnique Fédérale de Lausanne.
Imperial College London provides a dataset and software supporting a Scientific Reports publication on short-term effects of sound localization training in virtual reality. The repository includes a README.txt file describing its contents. The associated LIMSI Spatialization Engine used to spatialize sounds is not redistributed due to licensing restrictions.
Experimental time-lapse TIFF image sequences from droplet microfluidic experiments conducted at Uppsala University. The 227.3 GB dataset supports reproducibility of methods for detecting rare antibiotic-resistant bacterial subpopulations at single-cell resolution. It was published in npj Digital Medicine and is organized into folders corresponding to manuscript figures.
A five-day voyage from New Zealand to Tasmania in June 2009 collected biological and acoustic data from the Tasman Sea. The charter involved eight three-hour deep-water deployments using a multiple opening closing net system (MIDOC), a 38 kHz echosounder, and an Acoustic-Optical System (AOS). Data was collected by CSIRO Marine and Atmospheric Research from a 65-meter factory freezer vessel, the FV Rehua.
Voxel51 provides the PhenoBench Raw dataset, a collection of 2872 samples for computer vision tasks. The dataset is hosted on Hugging Face and was last updated on July 8, 2026. It is designed to be loaded and visualized using the FiftyOne platform.
VET-SAVR is a dataset from a mixed-methods feasibility study evaluating a prototype virtual reality simulation for suicide prevention training. The study involved 30 participants who used Meta Quest 2 headsets to complete a home visit simulation, with measures including presence, engagement, and cue recall. The dataset, authored by Donna Schuman and last updated in May 2026, is available under a CC-BY-4.0 license.
An F1 population of 200 individuals from a cross between Raboso Veronese and Sultanina grape cultivars was phenotyped for berry color, weight, 28 texture traits, and seed morphology. High-density pseudo-testcross genetic maps for both parents contain over 1,200 SNP markers each. Quantitative trait locus analysis revealed a major QTL on Sultanina chromosome 18 with a LOD score up to 45 and explaining up to 65.49% of phenotypic variation for berry texture and seed traits.
An F1 population of 200 grapevine individuals from a cross between Raboso Veronese and Sultanina cultivars was phenotyped for berry color, weight, 28 texture traits, and seed parameters. The population was genotyped using Single Primer Enrichment Technology (SPET), yielding high-density pseudo-testcross genetic maps with over 1,200 SNP markers each. Quantitative trait locus (QTL) analysis revealed major-effect QTLs on chromosome 18 and several minor-effect QTLs related to berry mechanical properties and seed development.
An F1 population of 200 grapevine individuals was phenotyped for berry color, weight, 28 texture-related traits, and 11 seed morphology parameters. The population was genotyped using Single Primer Enrichment Technology (SPET), yielding high-density genetic maps with over 1,200 SNP markers per parent. Quantitative trait locus analysis identified major-effect QTLs on chromosome 18 with LOD values up to 45 and explained phenotypic variation up to 65.49%.
An F1 population of 200 grapevine individuals was phenotyped for berry color, weight, 28 texture-related traits, seed number, and 11 seed morphology parameters. High-density pseudo-testcross genetic maps for two parent cultivars contain 1,223 and 1,238 SNP markers, with QTL analysis revealing loci explaining up to 65.49% of phenotypic variation. The dataset, authored by Chiara Biselli and last updated in May 2026, provides a foundation for dissecting the genetic architecture of berry mechanical properties and defective seed development.
An F1 population of 200 grapevine individuals was phenotyped for 28 texture-related traits and 11 seed morphology parameters and genotyped via Single Primer Enrichment Technology (SPET). High-density genetic maps for two parent cultivars contain over 1,200 SNP markers each, revealing QTLs with LOD scores up to 45 explaining up to 65.49% of phenotypic variation. The dataset, authored by Chiara Biselli and last updated in May 2026, provides a foundation for dissecting the genetic architecture of berry mechanical properties and defective seed development.
Daniela Nobrega Pavão authored a study on applying Lean Six Sigma methodology to reduce incorrect accounting entries in a high-complexity general hospital in São Paulo. The research audited 3,756,814 entries between December 2015 and September 2016, tracking the Sigma level improvement from 3.44 to 5.92. The methodology successfully eliminated entries classified as non-appropriated revenues and expenses.
A 2.8 GB reproducibility package from 2026 includes synthetic thoracic phantom variants, CT-like imaging volumes, lesion masks, and trained model weights. It was authored by Poornima G and released on figshare under an MIT license. The dataset supports research in pulmonary nodule segmentation, classification, and digital twin workflows.
2,056 penetration-free cloth simulation trajectories, each 240 frames long, for a total of 493,440 frames. The dataset was created by YuCrazing1 as the official dataset for the ClothTransformer paper and was last updated on 2026-07-14. It contains cloth mesh interactions across three scenarios: free-fall collision, garments on animated human bodies, and robotic cloth manipulation.
Geoscience Australia produced Web-viewable 3D models of coastal data for sharing with project partners and stakeholders. The models integrate spatial data including digital elevation models, multibeam bathymetry, sediment samples, benthic habitats, and satellite imagery for the Keppel Bay and Fitzroy River area in Queensland, Australia. The data is presented using the open-source Virtual Reality Modelling Language (VRML) file format.
Australian marine region sediment data extracted from Geoscience Australia's Marine Sediment Database. The dataset includes textural composition, particle size statistics, and calcium carbonate values for over 15,000 seabed samples, spanning from the coast to the deep ocean. It was made available by the Australian Ocean Data Network and last updated in June 2026.
Gillis J Horner's dataset tracks 480 Eucalyptus camaldulensis seedlings planted in 24 plots across six ephemeral creeks in September 2006. Seedling survival and height were measured eight times over 609 days, and sediment salinity was sampled in spring 2007. The study involved managed flooding of three creeks and controlled browsing treatments.
Neuroimaging data from 22 subjects includes structural images, superior colliculus volumes, and tractography files connecting it to 68 cortical and subcortical regions. The dataset is associated with a research paper by Varsha Sreenivasan on attention's effects on spatial choice bias. It is shared on paperswithcode under an Open Access license.